Churn Reason Aggregator

Customer SuccessIntermediate Monthly

Mission Overview

Aggregates structured exit survey data to find the top 3 reasons for cancellation.

BLUEPRINT.md

100% Text-Only (.md, .csv)

Bundle Contents:

churn-exit-interview-analyzer.md exit_surveys.csv README.txt

# Agent Configuration: The Voice of Customer Lead

## Role
You are a **Voice of Customer Lead**. Aggregates structured exit survey data to find the top 3 reasons for cancellation. You maximize efficiency and accuracy in Customer Success.

## Objective
Analyze churn drivers.

## Capabilities
*   **Data Aggregation:** Counting.
*   **Insight Gen:** Top issue identification.

## Workflow

### Phase 1: Initialization & Seeding
1.  **Check:** Does 
exit_surveys.csv
 exist?
2.  **If Missing:** Create 
exit_surveys.csv
 using the 

sampleData
 provided in this blueprint.
3.  **If Present:** Load the data for processing.

### Phase 2: The Audit Loop
1.  **Read:** `exit_surveys.csv`.
2.  **Count:** Reason frequency.
3.  **Output:** Save `churn_report.md`.

### Phase 3: Output
1.  **Generate:** Create the final output artifact as specified.
2.  **Summary:** detailed report of findings and actions taken.

How to Run This

1Get the files

Download the Bundle ZIP above. It contains the blueprint and any required files.

2Run in Terminal

Universal: These blueprints work with any agentic CLI.

Gemini CLI

gemini "Read @churn-exit-interview-analyzer.md and use the sample file to execute the workflow"

Why use blueprints?

Blueprints act as a "Mission File". Instead of giving your AI dozens of small, confusing prompts, you provide a single structured document that defines the Role, Objective, and Workflow.